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A comprehensive analysis of static word embeddings for Turkish
Word embeddings are fixed-length, dense and distributed word representations types of word embedding models which are non-contextual (static) models and contextual models. The former method generates a sin...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- JSC •
- Link
Rok uplatnění
JSC - Článek v periodiku v databázi SCOPUS
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Precomputed Word Embeddings for 15+ Languages
Word embeddings serve as an useful resource for many downstream natural language processing tasks. The embeddings map or embed the lexicon of a language onto be problematic and word embeddings provide a wa...
Computer and information sciences
- 2021 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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Unsupervised Word Sense Disambiguation Using Word Embeddings
of a polysemous word in the context in which it appears. In recent years, word embeddings have embeddings to disambiguate words. In this paper, a novel unsupervised method is proposed to disambiguate ...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Geographical Evaluation of Word Embeddings
Word embeddings are commonly compared either with human-annotated word a novel principle which compares the information from word embeddings with reality. We implement this principle by comparing the infor...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2017 •
- D
Rok uplatnění
D - Stať ve sborníku
Training of Basic Word Embeddings for Czech Words
The research report deals with the training of basic word embeddings for Czech words using BERT model. The report describes in detail selected source of data, vocabulary, model, training procedure and results. This task was...
Automation and control systems
- 2019 •
- O
Rok uplatnění
O - Ostatní výsledky
Coupled-Tensor Generated Word Embeddings and Their Composition
Contemporary methods of computing vector-space embeddings of words are able approaches to training word vectors enabling a composition of word embeddings into n-gram that are generated by a sequence of tim...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
New word analogy corpus for exploring embeddings of Czech words
The word embedding methods have been proven to be very useful in many tasks of NLP (Natural Language Processing). Much has been investigated about word embeddings of English words and phrases, but only lit...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
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Generating Phonetic Embeddings for Bulgarian Words with Neural Networks
Word embeddings can be considered the cornerstone of modern natural language understand the meaning of words. Most word embeddings model the semantics of the words. In this paper, we create phonem...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Word Embeddings for Multi-label Document Classification
In this paper, we analyze and evaluate word embeddings for representation of longer texts in the multi-label document classification scenario. The embeddings of word2vec static and trainable embeddings with randoml...
Robotics and automatic control
- 2017 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
An accurate transformer-based model for transition-based dependency parsing of free word order languages
static word embeddings even if the dynamic word embeddings have a vocabulary size ten times smaller than the static word embeddings. The results show that the transformer trained on dynamic w...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
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